Essays about: "David Evholt"

Found 1 essay containing the words David Evholt.

  1. 1. Generative Adversarial Networks and Natural Language Processing for Macroeconomic Forecasting

    University essay from KTH/Matematisk statistik

    Author : David Evholt; Oscar Larsson; [2020]
    Keywords : Machine learning; natural language processing; generative adversarial nets; GAN; LSTM; CNN; macroeconomics; S P500; unemployment; forecasting; Machine learning; natural language processing; generative adversarial nets; GAN; LSTM; CNN; macroeconomics; S P500; unemployment; forecasting;

    Abstract : Macroeconomic forecasting is a classic problem, today most often modeled using time series analysis. Few attempts have been made using machine learning methods, and even fewer incorporating unconventional data, such as that from social media. In this thesis, a Generative Adversarial Network (GAN) is used to predict U.S. READ MORE